Research
Papers
Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages; model links come from model cards citing the paper.
341 papers
| Title | Authors | Organization | Published | Introduces Models (and artifacts) whose model card or documentation cites this paper — inbound described_by relations. | Datasets | Benchmarks | Code |
|---|---|---|---|---|---|---|---|
| BiHDTrans: binary hyperdimensional transformer for efficient multivariate time series classificationarXiv:2509.24425cs.LG | Jingtao Zhang, Yi Liu, Qi Shen +1 | — | 11 Sept 2026 | — | — | — | — |
| Autonomous-Flow-Based GenerationarXiv:2511.09902cs.LG | Hossein Rouhvarzi, Anastasis Kratsios | — | 11 Sept 2026 | — | — | — | — |
| When do cheap embeddings beat protein language models? A theoretically-grounded hashing sketch for biological sequence classificationarXiv:2512.10147cs.LG | Sarwan Ali, Taslim Murad, Imdadullah Khan +1 | — | 11 Sept 2026 | — | — | — | — |
| UBCL: A Reinforcement Learning Framework for Controllable and Diverse Player BehaviorsarXiv:2512.10835cs.LG | Atahan Cilan, Atay \"Ozg\"ovde | — | 11 Sept 2026 | — | — | — | — |
| Semidefinite Programming for Quantum Channel LearningarXiv:2601.12502cs.LG | Mikhail Gennadievich Belov, Victor Victorovich Dubov, Vadim Konstantinovich Ivanov +2 | — | 11 Sept 2026 | — | — | — | — |
| Smoothing the Score Function to Enhance Generalization in Diffusion ModelsarXiv:2601.19285cs.LG | Xinyu Zhou, Jiawei Zhang, Stephen J. Wright | — | 11 Sept 2026 | — | — | — | — |
| Prediction--Loss Alignment for Sampler--Robust Flow Matching TrainingarXiv:2602.10420cs.LG | Jiadong Hong, Lei Liu, Xinyu Bian +2 | — | 11 Sept 2026 | — | — | — | — |
| Evaluating Memory Structure in LLM AgentsarXiv:2602.11243cs.LG | Alina Shutova, Alexandra Olenina, Ivan Vinogradov +1 | — | 11 Sept 2026 | — | — | — | — |
| Partial GFlowNet: Accelerating Convergence in Large State Spaces via Strategic PartitioningarXiv:2602.11498cs.LG | Xuan Yu, Xu Wang, Rui Zhu +2 | — | 11 Sept 2026 | — | — | — | — |
| Measuring Progress in Reasoning Toward Mathematical Discovery with Automatic VerificationarXiv:2603.15617cs.LG | Erik Y. Wang, Sumeet R. Motwani, James V. Roggeveen +2 | — | 11 Sept 2026 | — | — | — | — |
| Longitudinal Risk Prediction in Mammography with Privileged History DistillationarXiv:2603.15814cs.LG | Banafsheh Karimian, Soufiane Belharbi, Alexis Guichemerre +2 | — | 11 Sept 2026 | — | — | — | — |
| FluxMoE: Decoupling Expert Residency for High-Performance MoE ServingarXiv:2604.02715cs.LG | Qingxiu Liu, Yongchao He, Runhan Jiang +2 | — | 11 Sept 2026 | — | — | — | — |
| Generalization Guarantees on Data-Driven Tuning of Gradient Descent with Langevin UpdatesarXiv:2604.13130cs.LG | Saumya Goyal, Rohith Rongali, Ritabrata Ray +1 | — | 11 Sept 2026 | — | — | — | — |
| DP-Muon: Differentially Private Optimization via Matrix-Orthogonalized MomentumarXiv:2605.12994cs.LG | Jihwan Kim, Chenglin Fan | — | 11 Sept 2026 | — | — | — | — |
| Assessing Predictive Models for Fairness Based on Activity-Space PatternsarXiv:2605.23234cs.LG | Francesco Lettich, Mario A. Nascimento, Chiara Pugliese +1 | — | 11 Sept 2026 | — | — | — | — |
| Benchmarking non-conformity score functions in conformal predictionarXiv:2605.24983cs.LG | Sol Erika Boman | — | 11 Sept 2026 | — | — | — | — |
| Using Seismic Statistical Features and VQ-VAE to Improve Spatiotemporal Seismicity PredictabilityarXiv:2606.10069cs.LG | Wei Quan, Denise Gorse | — | 11 Sept 2026 | — | — | — | — |
| Attention by Synchronization in Coupled Oscillator NetworksarXiv:2606.12059cs.LG | Fabio Pasqualetti, Taosha Guo | — | 11 Sept 2026 | — | — | — | — |
| SafeImpute: Reliable Clinical Data Imputation via Conformal SelectionarXiv:2607.05613cs.LG | Xinrui He, Mengting Ai, Junting Wang +2 | — | 11 Sept 2026 | — | — | — | — |
| RDQ: Residual Distribution Quantization for Large Language ModelsarXiv:2607.10137cs.LG | Prateek Singh | — | 11 Sept 2026 | — | — | — | — |
| Progressive Agent Skill Generation via Reinforcement LearningarXiv:2608.01678cs.LG | Junhao Shen, Zhanqiu Zhang, Yiwen Guo +1 | — | 11 Sept 2026 | — | — | — | — |
| Scaling Automatic Research Agents via World ModelsarXiv:2608.12564cs.LG | Xiyuan Yang, Sheikh Sarwar, Jingru Cheng +2 | — | 11 Sept 2026 | — | — | — | — |
| Transfer Learning of Keystroke Dynamics for Cross-Device User AuthenticationarXiv:2608.16334cs.LG | Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore +2 | — | 11 Sept 2026 | — | — | — | — |
| Designing a Robust LLM-Based Evaluation System for Agentic AI in Drug Discovery Through Human AlignmentarXiv:2608.21057cs.LG | Emma Granqvist, Roc\'io Mercado, Samuel Genheden | — | 11 Sept 2026 | — | — | — | — |
| Toward a First-Principles Update Geometry for the Language-Model HeadarXiv:2608.22253cs.LG | Aditya Somasundaram, Charles Guille-Escuret, Alexander Moreno +2 | — | 11 Sept 2026 | — | — | — | — |
Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Linked models, datasets, benchmarks and code come from stated relations only; a dash means no source stated one.